Neural computation by time concentration

Details Neural computation by time concentration Neural computation by time concentration

G - Physics

10

L

354/57

G10L 15/16 (2006.01) G10L 11/00 (2006.01)

Patent

CA 1303222

- 16- NEURAL COMPUTATION BY TIME CONCENTRATION Abstract The invention solves the problem of pattern recognition in a temporal signal that is subject to distortions and time warp. The arrangement embodying the invention comprises a neural network, an input interconnection network, and a plurality of signal modification circuits. A plurality of input leads delivers apreselected characteristic stimulus to associated signal modification units, and in response to an applied stimulus, each signal modification unit develops a plurality of output signals that begins at the time of stimulus application, rises to a peak, and decays thereafter. The mean time delay of each output (time to reach the peak) is different for each of the modification unit output signals. The outputs of the signal modification units are applied to the input interconnection unit wherein connections are made in accordance with the sequences that are to be recognized.

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